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疫苗接种对美国 2019 年冠状病毒病(COVID-19)疫情爆发的影响。

The Impact of Vaccination on Coronavirus Disease 2019 (COVID-19) Outbreaks in the United States.

机构信息

Agent-Based Modelling Laboratory, York University, Toronto, Ontario, Canada.

Institute of Mathematics, Statistics and Scientific Computing, University of Campinas, Campinas SP, Brazil.

出版信息

Clin Infect Dis. 2021 Dec 16;73(12):2257-2264. doi: 10.1093/cid/ciab079.

Abstract

BACKGROUND

Global vaccine development efforts have been accelerated in response to the devastating coronavirus disease 2019 (COVID-19) pandemic. We evaluated the impact of a 2-dose COVID-19 vaccination campaign on reducing incidence, hospitalizations, and deaths in the United States.

METHODS

We developed an agent-based model of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission and parameterized it with US demographics and age-specific COVID-19 outcomes. Healthcare workers and high-risk individuals were prioritized for vaccination, whereas children under 18 years of age were not vaccinated. We considered a vaccine efficacy of 95% against disease following 2 doses administered 21 days apart achieving 40% vaccine coverage of the overall population within 284 days. We varied vaccine efficacy against infection and specified 10% preexisting population immunity for the base-case scenario. The model was calibrated to an effective reproduction number of 1.2, accounting for current nonpharmaceutical interventions in the United States.

RESULTS

Vaccination reduced the overall attack rate to 4.6% (95% credible interval [CrI]: 4.3%-5.0%) from 9.0% (95% CrI: 8.4%-9.4%) without vaccination, over 300 days. The highest relative reduction (54%-62%) was observed among individuals aged 65 and older. Vaccination markedly reduced adverse outcomes, with non-intensive care unit (ICU) hospitalizations, ICU hospitalizations, and deaths decreasing by 63.5% (95% CrI: 60.3%-66.7%), 65.6% (95% CrI: 62.2%-68.6%), and 69.3% (95% CrI: 65.5%-73.1%), respectively, across the same period.

CONCLUSIONS

Our results indicate that vaccination can have a substantial impact on mitigating COVID-19 outbreaks, even with limited protection against infection. However, continued compliance with nonpharmaceutical interventions is essential to achieve this impact.

摘要

背景

为应对毁灭性的 2019 年冠状病毒病(COVID-19)大流行,全球疫苗研发工作加速推进。我们评估了两剂 COVID-19 疫苗接种活动对降低美国发病率、住院率和死亡率的影响。

方法

我们开发了一种严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)传播的基于代理的模型,并使用美国人口统计学和特定年龄 COVID-19 结果对其进行参数化。医护人员和高危人群优先接种疫苗,而 18 岁以下的儿童则不接种疫苗。我们假设两剂疫苗间隔 21 天接种,每剂疫苗的效力为 95%,在 284 天内使总人口的疫苗接种覆盖率达到 40%。我们还考虑了疫苗对感染的效力,并为基本情况指定了 10%的人群预先存在的免疫力。该模型根据当前美国的非药物干预措施进行了校准,有效繁殖数为 1.2。

结果

接种疫苗可将总体发病率从无疫苗接种时的 9.0%(95%可信区间[CrI]:8.4%-9.4%)降低至 4.6%(95% CrI:4.3%-5.0%),超过 300 天。在 65 岁及以上人群中观察到的相对减少率最高(54%-62%)。接种疫苗显著降低了不良结局,非重症监护病房(ICU)住院、ICU 住院和死亡人数分别减少了 63.5%(95% CrI:60.3%-66.7%)、65.6%(95% CrI:62.2%-68.6%)和 69.3%(95% CrI:65.5%-73.1%)。

结论

我们的结果表明,即使对感染的保护作用有限,接种疫苗仍能对减轻 COVID-19 爆发产生重大影响。然而,要实现这一影响,继续遵守非药物干预措施至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8328/8677513/90b55cadf705/ciab079f0001.jpg

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